{"id":"W4392907221","doi":"10.3138/cim.v46i4e02","title":"Hats Off to the CIM Reviewers of 2023","year":2023,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0215201,0.001218725,0.001652518,0.005496664,0.005088928,0.01169768,0.002049161,0.01390465,0.08094478],"category_scores_gemma":[0.1573726,0.0007150072,0.001748405,0.002891843,0.002500261,0.002985163,0.003962741,0.0120786,0.0545928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004487294,"about_ca_system_score_gemma":0.01060215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007397824,"about_ca_topic_score_gemma":0.0171365,"domain_scores_codex":[0.9823442,0.00311475,0.001501207,0.001643882,0.009841884,0.001554109],"domain_scores_gemma":[0.7418678,0.03354221,0.01359222,0.01363732,0.1615038,0.03585665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000400778,0.000006517176,0.0003803524,0.00003864034,0.00000853099,0.0001155882,0.00003555783,0.00001285383,0.00006730986,0.0004286482,0.9941248,0.004741256],"study_design_scores_gemma":[0.00002327274,0.00001903212,0.001078289,0.0002160211,0.00001452253,0.0001847019,0.0002008308,0.0001058471,0.00008494964,0.0005399043,0.9975125,0.00002015798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.000672441,0.00466198,0.0009580876,0.438621,0.5280848,0.0001094659,0.0006125892,0.0003996948,0.02588003],"genre_scores_gemma":[0.01297565,0.004052808,0.001811915,0.3011143,0.3691765,0.0002888955,0.001190025,0.0008224546,0.3085675],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08094478,"threshold_uncertainty_score":0.2707872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5365734535887143,"score_gpt":0.482677715457527,"score_spread":0.05389573813118737,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}